An effective hyper-parameter can increase the prediction accuracy in a single-step genetic evaluation

An effective hyper-parameter can increase the prediction accuracy in a single-step genetic evaluation

The H-matrix best linear unbiased prediction (HBLUP) method has been widely used in livestock breeding programs. It can integrate all information, including pedigree, genotypes, and phenotypes on both genotyped and non-genotyped individuals into one single evaluation that can provide reliable predic...

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Bibliographic Details
Main Authors: Mehdi Neshat, Soohyun Lee, Md. Moksedul Momin, Buu Truong, Julius H. J. van der Werf, S. Hong Lee
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Genetics
Subjects:
genomic prediction
single-step genetic evaluation
hyper-parameters
scale factor
harmonised matrix
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2023.1104906/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2023.1104906/full

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